Patent №
US 7,127,435
Granted
2006-10-24
Filed 2001
Owner
HONEYWELL INTERNATIONAL INC.
Lab
—
AI components
5
ml · vision · speech · planning · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
09899424
A technique for enriching sparse data for machine learning techniques such as supervised artificial neural network includes receiving the sparse data and enriching the received data around a deviation of the mean of the received data using a predetermined distribution. The technique further includes outputting the enriched data for unbiased and increased performance during the machine learning.
AI classification
Machine learning1.00
AI hardware1.00
Vision1.00
Planning0.98
Speech0.68
Knowledge representation0.02
Natural language0.02
Evolutionary computation0.00
Ownership
HONEYWELL INTERNATIONAL INC.
assignment · 119750190
Assignors
SHETTY, RAVINDRA K.
On an employer assignment, the assignors are typically the inventors.
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